Efficient Dynamic Reconfigurable CNN Accelerator for Edge Intelligence Computing on FPGA

Efficient Dynamic Reconfigurable CNN Accelerator for Edge Intelligence Computing on FPGA

This paper proposes an efficient dynamic reconfigurable CNN accelerator (EDRCA) for FPGAs to tackle the issues of limited hardware resources and low energy efficiency in the deployment of convolutional neural networks on embedded edge computing devices. First, a configuration layer sequence optimiza...

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Bibliographic Details
Main Authors: Kaisheng Shi, Mingwei Wang, Xin Tan, Qianghua Li, Tao Lei
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Information
Subjects:
FPGA
CNN
dynamic reconfiguration
hardware accelerator
target detection
Online Access:https://www.mdpi.com/2078-2489/14/3/194

Internet

https://www.mdpi.com/2078-2489/14/3/194

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